Integration of remote sensing datasets for local scale assessment and prediction of drought

Science of the Total Environment

Volumn 505, Issue , 2015, Pages 503-507

  Nichol, Janet E ^a   Abbas, Sawaid ^a  

^a HONG KONG POLYTECHNIC UNIVERSITY   (Hong Kong)

Author keywords

Accumulated Precipitation Condition Index (APCI); Drought; Normalised Vegetation Supply Water Index (NVSWI); Remote sensing; Yunnan

Indexed keywords

PRECIPITATION (METEOROLOGY); RAIN; RAIN GAGES; REMOTE SENSING; VEGETATION;

CONCURRENT RAINFALL; CONDITION INDEX; LAND COVER INFORMATIONS; METEOROLOGICAL DROUGHT; PHASE RELATIONSHIPS; SUPPLY WATERS; TROPICAL RAINFALL MEASUREMENT MISSIONS; YUNNAN;

DROUGHT;

DATA SET; DROUGHT; INTEGRATED APPROACH; LANDSAT; MODIS; PARAMETERIZATION; PRECIPITATION ASSESSMENT; PRECIPITATION INTENSITY; PREDICTION; RAINFALL; REMOTE SENSING; SATELLITE IMAGERY; TRMM;

ACCUMULATED PRECIPITATION CONDITION INDEX; ARTICLE; CALCULATION; CHINA; CLIMATE CHANGE; CORRELATIONAL STUDY; CROPLAND; DROUGHT; FORECASTING; MATHEMATICAL ANALYSIS; NAMED INVENTORIES, QUESTIONNAIRES AND RATING SCALES; NORMALISED VEGETATION SUPPLY WATER INDEX; PREDICTION; REMOTE SENSING; SCRUB; SEASONAL VARIATION; SOIL MOISTURE;

CHINA; YUNNAN;

EID: 84908689767     PISSN: 00489697     EISSN: 18791026     Source Type: Journal    
DOI: 10.1016/j.scitotenv.2014.09.099     Document Type: Article

References (22)

1. Abbas S., Nichol J.E., Qamer F.M., Xu J. Characterisation of drought development through remote sensing; a case study in Central Yunnan, China. Remote Sens 2014, 6(6):4998-5018.
2. Almazroui M. Calibration of TRMM rainfall climatology over Saudi Arabia during 1998-2009. Atmos Res 2011, 99(3-4):400-414.
3. Cai G., Du M., Liu Y. Regional Drought Monitoring and Analysing Using MODIS Data - A Case Study in Yunnan Province. CCTA 2010, part II, IFIP AICT 345 2011, 243-251. Y. C., D. Li, Y. Liu (Eds.).
4. Carlson T.N., Perry E.M., Schmugge T.J. Remote estimation of soil moisture availability and fractional vegetation cover for agricultural fields. Agr Forest Meteorol 1990, 52(1-2):45-69.
5. Carlson T.N., Gillies R.R., Perry E.M. A method to make use of thermal infrared temperature and NDVI measurements to infer surface soil water content and fractional vegetation cover. Remote Sens Rev 1994, 9(1-2):161-173.
6. Christensen J.H., et al. Regional Climate Projections. Climate Change 2007: The Physical Science Basis. Contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change 2007, Cambridge University Press, UK. S. Solomon (Ed.).
7. Du L., Tian Q., Yu T., Meng Q., Jancso T., Udvardy P., et al. A comprehensive drought monitoring method integrating MODIS and TRMM data. Int J Appl Earth Obs Geoinf 2013, 23:245-253.
8. Gao M., Qin Z., Zhang H., Lu L., Zhou X., Yang X. Remote sensing of agro-droughts in Guangdong province of China using MODIS Satellite Data. Sensors 2008, 8(8):4687-4708.
9. Ghulam A., Qin Q., Teyip T., Li Z.-L. Modified perpendicular drought index (MPDI): a real-time drought monitoring method. ISPRS J Photogramm Remote Sens 2007, 62:150-164.
10. Ghulam A., Qin Q., Kusky T.M., Li Z.-L. A re-examination of perpendicular drought indices. Int J Remote Sens 2008, 29(20):6037-6044.
11. Guttman N.B. Accepting the standardized precipitation index: a calculation algorithm. J Am Water Resour Assoc 1999, 35(2):311-322.
12. Ji L., Peters A.J. Assessing vegetation response to drought in the northern Great Plains using vegetation and drought indices. Remote Sens Environ 2003, 87:85-98.
13. Kogan F., Kogan F. World droughts in the new millennium from AVHRR-based vegetation health indices. EOS Trans Am Geophys Union 2002, 83:557.
14. Morton D.C., Nago Jyoteshwar, Carabaja Claudia C., Rosette Jacqueline, Palace Michael, Cook Bruce D., et al. Amazon forests maintain consistent canopy structure and greenness during the dry season. Nature 2014, 503:221-224.
15. Nemani R.R., Keeling C.D., Hashimoto H., Jolly W.M., Piper S.C., Tucker C.J., et al. Climate-driven increases in global terrestrial net primary production from 1982 to 1999. Science 2003, 300:1560-1563. (New York, N.Y.).
16. Nicholson S.E., Farrar T.J. The influence of soil type on the relationships between NDVI, rainfall, and soil moisture in semiarid Botswana. 1. NDVI response to rainfall. Remote Sens Environ 1994, 50(2):107-120.
17. Palmer W.C. Meteorological drought. Research paper no. 45 1965, US Weather Bureau, Washington DC, (65 pp.).
18. Qin Q., Ghulam A., Zhu L., Wang L., Li J., Nan P. Evaluation of MODIS derived perpendicular drought index for estimation of surface dryness over northwestern China. Int J Remote Sens 2008, 29(7):1983-1995.
19. Tucker C.J. Red and photographic infrared linear combinations for monitoring vegetation. Remote Sens Environ 1979, 8(2):127-150.
20. Udelhofen T., Stellmes M., Del Barrios G., Hill J. Assessment of rainfall and NDVI anomalies in Spain (1989-1999) using distributed lag models. Int J Remote Sens 2009, 30(8):1961-1976.
21. Wan Z., Wang P., Li X. Using MODIS land surface temperature and normalized difference vegetation index products for monitoring drought in the southern Great Plains, USA. Int J Remote Sens 2004, 25:61-72.
22. Zhang L., Xiao J., Li J., Wang K., Lei L., Guo H. The 2010 spring drought reduced primary productivity in southwestern China. Environ Res Lett 2012, 7:045706.